Best Alternatives to Semanticscholar

TokenSave

Runtime: npx

Code intelligence for 15+ languages: semantic graph queries instead of file reads. 37 MCP tools.

Kin

Runtime: npx

Semantic code retrieval over a graph of entities, relationships, changes, and provenance.

Codealive MCP

Runtime: npx

Semantic code search and analysis from CodeAlive for AI assistants and agents.

PraisonAI

Runtime: npx

AI Agents Framework with Self Reflection and MCP support

Lachesis

Runtime: uvx

Compiler-precise code property graph for C, Python, and TypeScript, navigable over MCP.

Labelhead Artist Momentum

Runtime: npx

Trending hip-hop artist momentum scores across four cultural dimensions.

Ovecc

Runtime: npx

Architecture guardrails for AI-written code: dependency graph, impact, dead code, CI gate

AgentPhone

Runtime: npx

Give AI agents real phone numbers, messages, and voice calls via MCP.

Codeseeker

Runtime: npx

Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

Power BI Modeling MCP Server

Runtime: npx

The Power BI Modeling MCP Server brings Power BI semantic modeling capabilities to your AI agents.

PDF Reader MCP

Runtime: npx

Evidence-first PDF MCP. Agent Document Twin with citeable page+bbox evidence.

Sem

Runtime: npx

Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents